{"id":"W3106905797","doi":"10.17477/jcea.2020.19.1.097","title":"Social Factors and Herd Behaviour in Developed Markets, Advanced Emerging Markets and Secondary Emerging Markets","year":2020,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Emerging markets; Herd behavior; Market system; Herd; Business; Economics; Herding; Geography; Market economy; Medicine; Veterinary medicine; Finance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001618574,0.0006080268,0.001185893,0.001278679,0.0006283358,0.00194252,0.001255047,0.0001574479,0.007521345],"category_scores_gemma":[0.000660683,0.0006008797,0.0001988411,0.002115189,0.0001340497,0.006938803,0.002048491,0.0005916066,0.000009012637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008014906,"about_ca_system_score_gemma":0.00009293402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007205554,"about_ca_topic_score_gemma":0.0003028765,"domain_scores_codex":[0.9962268,0.0001691052,0.001321493,0.0008639364,0.0007735362,0.0006451522],"domain_scores_gemma":[0.997855,0.0001971527,0.001235523,0.0002483705,0.0003445048,0.0001194315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005038967,0.00007551853,0.9624737,0.0003327169,0.00006762676,0.00008103212,0.0003564584,0.000004288646,0.003436731,0.00005193318,0.009445518,0.02317059],"study_design_scores_gemma":[0.001116445,0.000002728049,0.978908,0.0003495127,0.0001700889,0.000002036317,0.0004242741,0.0005119822,0.0003336635,0.0005996557,0.01688148,0.0007000985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903865,0.00496709,0.00001906097,0.0006446493,0.0002887137,0.000546566,0.00001794641,0.00006302416,0.003066488],"genre_scores_gemma":[0.9958462,0.00218534,0.0002308498,0.001035477,0.0003661258,0.00002535301,0.00005795047,0.00009620879,0.0001564662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02247049,"threshold_uncertainty_score":0.9996443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1148018582610891,"score_gpt":0.4468807284577893,"score_spread":0.3320788701967001,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}